한글목차

합성 데이터 생성 시장은 2023-2028년간 28억 8,440만 달러 확대되고, 예측 기간 중 연평균 복합 성장률(CAGR)은 60.02%를 나타낼 전망입니다.

합성 데이터 생성 시장에 대한 전체적인 분석, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 대상으로 한 벤더 분석 등의 정보를 게재했습니다.

현재의 시장 시나리오, 최신 동향과 촉진요인, 시장 환경 전체에 관한 최신 분석을 제공합니다. 프라이버시 보호에 대한 수요 증가, 컨텐츠 제작 증가, AI나 ML 기술 채택 증가에 의해 시장 성장이 촉진되고 있습니다.

본 조사에서는 향후 몇 년간 합성 데이터 생성 시장 성장을 가속하는 주요인 중 하나로서 대규모 언어 모델 도입 증가를 들고 있습니다. 또한 합성 영상 상업화에 대한 기업의 관심 증가, 머신러닝(ML)과 컴퓨팅 혁신의 강력한 진보가 시장의 큰 수요로 연결될 것입니다.

목차

제1장 주요 요약

• 시장 개요

제2장 시장 구도

• 시장 생태계
• 시장 특징
• 밸류체인 분석

제3장 시장 규모 평가

• 시장의 정의
• 시장 부문 분석
• 시장 규모(2023년)
• 시장 전망(2023-2028년)

제4장 시장 규모 실적

• 세계의 합성 데이터 생성 시장(2018-2022년)
• 최종사용자별 부문 분석(2018-2022년)
• 유형별 부문 분석(2018-2022년)
• 지역별 부문 분석(2018-2022년)
• 국가별 부문 분석(2018-2022년)

제5장 Five Forces 분석

• Five Forces 요약
• 바이어의 교섭력
• 공급 기업의 교섭력
• 신규 진출업체의 위협
• 대체품의 위협
• 경쟁 위협
• 시장 현황

제6장 시장 세분화 : 최종사용자별

• 시장 세분화
• 비교 : 최종사용자별
• 헬스케어 및 생명과학 : 시장 규모와 예측(2023-2028년)
• 소매업 및 E-Commerce : 시장 규모와 예측(2023-2028년)
• 운송 및 물류 : 시장 규모와 예측(2023-2028년)
• IT 및 통신 : 시장 규모와 예측(2023-2028년)
• BFSI 및 기타 : 시장 규모와 예측(2023-2028년)
• 시장 기회 : 최종사용자별

제7장 시장 세분화 : 유형별

• 시장 세분화
• 비교 : 유형별
• 에이전트 기반 모델링 : 시장 규모와 예측(2023-2028년)
• 직접 모델링 : 시장 규모와 예측(2023-2028년)
• 시장 기회 : 유형별

제8장 고객 상황

• 고객 상황 개요

제9장 지역별 상황

• 지역별 세분화
• 지역별 비교
• 북미 : 시장 규모와 예측(2023-2028년)
• 유럽 : 시장 규모와 예측(2023-2028년)
• 아시아태평양 : 시장 규모와 예측(2023-2028년)
• 중동 및 아프리카 : 시장 규모와 예측(2023-2028년)
• 남미 : 시장 규모와 예측(2023-2028년)
• 미국 : 시장 규모와 예측(2023-2028년)
• 중국 : 시장 규모와 예측(2023-2028년)
• 독일 : 시장 규모와 예측(2023-2028년)
• 영국 : 시장 규모와 예측(2023-2028년)
• 일본 : 시장 규모와 예측(2023-2028년)
• 시장 기회 : 지역 상황별

제10장 성장 촉진요인, 과제, 기회 및 억제요인

• 시장 성장 촉진요인
• 시장이 해결해야 할 과제
• 성장 촉진요인과 과제의 영향
• 시장 기회 및 성장 억제요인

제11장 경쟁 구도

• 개요
• 경쟁 구도
• 혼란 상황
• 업계 리스크

제12장 경쟁 분석

• 기업 개요
• 기업의 시장 포지셔닝
• Alphabet Inc.
• Amazon.com Inc.
• Anyverse SL
• DADoES Inc
• Facteus Inc
• Hazy Ltd.
• International Business Machines Corp.
• MDClone Ltd.
• Microsoft Corp.
• Neurolaboratories Ltd.
• NVIDIA Corp.
• OpenAI L.L.C.
• Synthesia Ltd.
• Synthesized Ltd
• Tata Consultancy Services Ltd.

제13장 부록

영문목차

The synthetic data generation market is forecasted to grow by USD 2884.4 mn during 2023-2028, accelerating at a CAGR of 60.02% during the forecast period. The report on the synthetic data generation market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by rising demand for privacy protection, increase in content creation, and rise in adoption of ai and ml technologies.

Technavio's synthetic data generation market is segmented as below:

By End-user

• Healthcare and life sciences
• Retail and e-commerce
• Transportation and logistics
• IT and telecommunication
• BFSI and others

By Type

• Agent-based modelling
• Direct modelling

By Geographical Landscape

• North America
• Europe
• APAC
• Middle East and Africa
• South America

This study identifies the increase in deployment of large language models as one of the prime reasons driving the synthetic data generation market growth during the next few years. Also, growing interest of organizations in commercializing synthetic images and robust advancements in ml and computing innovation will lead to sizable demand in the market.

The report on the synthetic data generation market covers the following areas:

• Synthetic data generation market sizing
• Synthetic data generation market forecast
• Synthetic data generation market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading synthetic data generation market vendors that include Alphabet Inc., Amazon.com Inc., AnyLogic North America LLC, Anyverse SL, DADoES Inc, Facteus Inc, GenRocket Inc., Gretel Labs Inc., Hazy Ltd., International Business Machines Corp., MDClone Ltd., Microsoft Corp., Neurolaboratories Ltd., NVIDIA Corp., OpenAI L.L.C., Synthesia Ltd., Synthesized Ltd, Syntheticus, Tata Consultancy Services Ltd., and YData. Also, the synthetic data generation market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 2.2 Market characteristics
  • Market characteristics analysis
• 2.3 Value chain analysis
  • Value Chain Analysis

3 Market Sizing

• 3.1 Market definition
  • Offerings of companies included in the market definition
• 3.2 Market segment analysis
  • Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
  • Chart on Global - Market size and forecast 2023-2028 ($ million)
  • Data Table on Global - Market size and forecast 2023-2028 ($ million)
  • Chart on Global Market: Year-over-year growth 2023-2028 (%)
  • Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global Synthetic Data Generation Market 2018 - 2022
  • Historic Market Size - Data Table on Global Synthetic Data Generation Market 2018 - 2022 ($ million)
• 4.2 End-user segment analysis 2018 - 2022
  • Historic Market Size - End-user Segment 2018 - 2022 ($ million)
• 4.3 Type segment analysis 2018 - 2022
  • Historic Market Size - Type Segment 2018 - 2022 ($ million)
• 4.4 Geography segment analysis 2018 - 2022
  • Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• 4.5 Country segment analysis 2018 - 2022
  • Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
  • Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by End-user

• 6.1 Market segments
  • Chart on End-user - Market share 2023-2028 (%)
  • Data Table on End-user - Market share 2023-2028 (%)
• 6.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 6.3 Healthcare and life sciences - Market size and forecast 2023-2028
  • Chart on Healthcare and life sciences - Market size and forecast 2023-2028 ($ million)
  • Data Table on Healthcare and life sciences - Market size and forecast 2023-2028 ($ million)
  • Chart on Healthcare and life sciences - Year-over-year growth 2023-2028 (%)
  • Data Table on Healthcare and life sciences - Year-over-year growth 2023-2028 (%)
• 6.4 Retail and e-commerce - Market size and forecast 2023-2028
  • Chart on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
  • Data Table on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
  • Chart on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
  • Data Table on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
• 6.5 Transportation and logistics - Market size and forecast 2023-2028
  • Chart on Transportation and logistics - Market size and forecast 2023-2028 ($ million)
  • Data Table on Transportation and logistics - Market size and forecast 2023-2028 ($ million)
  • Chart on Transportation and logistics - Year-over-year growth 2023-2028 (%)
  • Data Table on Transportation and logistics - Year-over-year growth 2023-2028 (%)
• 6.6 IT and telecommunication - Market size and forecast 2023-2028
  • Chart on IT and telecommunication - Market size and forecast 2023-2028 ($ million)
  • Data Table on IT and telecommunication - Market size and forecast 2023-2028 ($ million)
  • Chart on IT and telecommunication - Year-over-year growth 2023-2028 (%)
  • Data Table on IT and telecommunication - Year-over-year growth 2023-2028 (%)
• 6.7 BFSI and others - Market size and forecast 2023-2028
  • Chart on BFSI and others - Market size and forecast 2023-2028 ($ million)
  • Data Table on BFSI and others - Market size and forecast 2023-2028 ($ million)
  • Chart on BFSI and others - Year-over-year growth 2023-2028 (%)
  • Data Table on BFSI and others - Year-over-year growth 2023-2028 (%)
• 6.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

7 Market Segmentation by Type

• 7.1 Market segments
  • Chart on Type - Market share 2023-2028 (%)
  • Data Table on Type - Market share 2023-2028 (%)
• 7.2 Comparison by Type
  • Chart on Comparison by Type
  • Data Table on Comparison by Type
• 7.3 Agent-based modelling - Market size and forecast 2023-2028
  • Chart on Agent-based modelling - Market size and forecast 2023-2028 ($ million)
  • Data Table on Agent-based modelling - Market size and forecast 2023-2028 ($ million)
  • Chart on Agent-based modelling - Year-over-year growth 2023-2028 (%)
  • Data Table on Agent-based modelling - Year-over-year growth 2023-2028 (%)
• 7.4 Direct modelling - Market size and forecast 2023-2028
  • Chart on Direct modelling - Market size and forecast 2023-2028 ($ million)
  • Data Table on Direct modelling - Market size and forecast 2023-2028 ($ million)
  • Chart on Direct modelling - Year-over-year growth 2023-2028 (%)
  • Data Table on Direct modelling - Year-over-year growth 2023-2028 (%)
• 7.5 Market opportunity by Type
  • Market opportunity by Type ($ million)
  • Data Table on Market opportunity by Type ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2023-2028 (%)
  • Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
  • Chart on North America - Market size and forecast 2023-2028 ($ million)
  • Data Table on North America - Market size and forecast 2023-2028 ($ million)
  • Chart on North America - Year-over-year growth 2023-2028 (%)
  • Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
  • Chart on Europe - Market size and forecast 2023-2028 ($ million)
  • Data Table on Europe - Market size and forecast 2023-2028 ($ million)
  • Chart on Europe - Year-over-year growth 2023-2028 (%)
  • Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 APAC - Market size and forecast 2023-2028
  • Chart on APAC - Market size and forecast 2023-2028 ($ million)
  • Data Table on APAC - Market size and forecast 2023-2028 ($ million)
  • Chart on APAC - Year-over-year growth 2023-2028 (%)
  • Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.6 Middle East and Africa - Market size and forecast 2023-2028
  • Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.7 South America - Market size and forecast 2023-2028
  • Chart on South America - Market size and forecast 2023-2028 ($ million)
  • Data Table on South America - Market size and forecast 2023-2028 ($ million)
  • Chart on South America - Year-over-year growth 2023-2028 (%)
  • Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
  • Chart on US - Market size and forecast 2023-2028 ($ million)
  • Data Table on US - Market size and forecast 2023-2028 ($ million)
  • Chart on US - Year-over-year growth 2023-2028 (%)
  • Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 China - Market size and forecast 2023-2028
  • Chart on China - Market size and forecast 2023-2028 ($ million)
  • Data Table on China - Market size and forecast 2023-2028 ($ million)
  • Chart on China - Year-over-year growth 2023-2028 (%)
  • Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.10 Germany - Market size and forecast 2023-2028
  • Chart on Germany - Market size and forecast 2023-2028 ($ million)
  • Data Table on Germany - Market size and forecast 2023-2028 ($ million)
  • Chart on Germany - Year-over-year growth 2023-2028 (%)
  • Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.11 UK - Market size and forecast 2023-2028
  • Chart on UK - Market size and forecast 2023-2028 ($ million)
  • Data Table on UK - Market size and forecast 2023-2028 ($ million)
  • Chart on UK - Year-over-year growth 2023-2028 (%)
  • Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.12 Japan - Market size and forecast 2023-2028
  • Chart on Japan - Market size and forecast 2023-2028 ($ million)
  • Data Table on Japan - Market size and forecast 2023-2028 ($ million)
  • Chart on Japan - Year-over-year growth 2023-2028 (%)
  • Data Table on Japan - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Opportunity/Restraints

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2023 and 2028
• 10.4 Market opportunities/restraints

11 Competitive Landscape

• 11.1 Overview
• 11.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 11.3 Landscape disruption
  • Overview on factors of disruption
• 11.4 Industry risks
  • Impact of key risks on business

12 Competitive Analysis

• 12.1 Companies profiled
  • Companies covered
• 12.2 Market positioning of companies
  • Matrix on companies position and classification
• 12.3 Alphabet Inc.
  • Alphabet Inc. - Overview
  • Alphabet Inc. - Business segments
  • Alphabet Inc. - Key offerings
  • Alphabet Inc. - Segment focus
• 12.4 Amazon.com Inc.
  • Amazon.com Inc. - Overview
  • Amazon.com Inc. - Business segments
  • Amazon.com Inc. - Key news
  • Amazon.com Inc. - Key offerings
  • Amazon.com Inc. - Segment focus
• 12.5 Anyverse SL
  • Anyverse SL - Overview
  • Anyverse SL - Product / Service
  • Anyverse SL - Key offerings
• 12.6 DADoES Inc
  • DADoES Inc - Overview
  • DADoES Inc - Product / Service
  • DADoES Inc - Key offerings
• 12.7 Facteus Inc
  • Facteus Inc - Overview
  • Facteus Inc - Product / Service
  • Facteus Inc - Key offerings
• 12.8 Hazy Ltd.
  • Hazy Ltd. - Overview
  • Hazy Ltd. - Product / Service
  • Hazy Ltd. - Key offerings
• 12.9 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
• 12.10 MDClone Ltd.
  • MDClone Ltd. - Overview
  • MDClone Ltd. - Product / Service
  • MDClone Ltd. - Key offerings
• 12.11 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
• 12.12 Neurolaboratories Ltd.
  • Neurolaboratories Ltd. - Overview
  • Neurolaboratories Ltd. - Product / Service
  • Neurolaboratories Ltd. - Key offerings
• 12.13 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
• 12.14 OpenAI L.L.C.
  • OpenAI L.L.C. - Overview
  • OpenAI L.L.C. - Product / Service
  • OpenAI L.L.C. - Key offerings
• 12.15 Synthesia Ltd.
  • Synthesia Ltd. - Overview
  • Synthesia Ltd. - Product / Service
  • Synthesia Ltd. - Key offerings
• 12.16 Synthesized Ltd
  • Synthesized Ltd - Overview
  • Synthesized Ltd - Product / Service
  • Synthesized Ltd - Key offerings
• 12.17 Tata Consultancy Services Ltd.
  • Tata Consultancy Services Ltd. - Overview
  • Tata Consultancy Services Ltd. - Business segments
  • Tata Consultancy Services Ltd. - Key news
  • Tata Consultancy Services Ltd. - Key offerings
  • Tata Consultancy Services Ltd. - Segment focus

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 13.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 13.4 Research methodology
  • Research methodology
• 13.5 Data procurement
  • Information sources
• 13.6 Data validation
  • Data validation
• 13.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 13.8 Data synthesis
  • Data synthesis
• 13.9 360 degree market analysis
  • 360 degree market analysis
• 13.10 List of abbreviations
  • List of abbreviations